Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations

Objectives To investigate the associations between heavy metal exposure and serum ferritin levels, physical measurements and type 2 diabetes mellitus (DM).Design A retrospective cohort study.Setting Changwon, the location of this study, is a Korean representative industrial city. Data were obtained...

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Main Authors: Sung-Hyun Kim, Jun Ho Ji, Mi Hyeon Jin, Jung-Hun Kang, Soon Il Lee, Suee Lee, Sung Yong Oh
Format: Article
Language:English
Published: BMJ Publishing Group 2021-03-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/11/3/e039541.full
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spelling doaj-2ec9c3fd283248f68505f2dbad4d89a32021-07-02T13:01:41ZengBMJ Publishing GroupBMJ Open2044-60552021-03-0111310.1136/bmjopen-2020-039541Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinationsSung-Hyun Kim0Jun Ho Ji1Mi Hyeon Jin2Jung-Hun Kang3Soon Il Lee4Suee Lee5Sung Yong Oh6Internal Medicine, Dong-A University Medical Center, Busan, The Republic of KoreaInternal Medicine, Samsung Changwon Hospital, Changwon, Gyeonsangnam-do, The Republic of KoreaBiostatistics, Samsung Changwon Hospital, Changwon, Gyeonsangnam-do, The Republic of KoreaInternal Medicine, Gyeongsang National University College of Medicine, Jinju, Gyeongsangnam-do, The Republic of KoreaInternal Medicine, Dankook University College of Medicine, Cheonan, Chungcheongnam-do, The Republic of KoreaInternal Medicine, Dong-A University Medical Center, Busan, The Republic of KoreaInternal Medicine, Dong-A University Medical Center, Busan, The Republic of KoreaObjectives To investigate the associations between heavy metal exposure and serum ferritin levels, physical measurements and type 2 diabetes mellitus (DM).Design A retrospective cohort study.Setting Changwon, the location of this study, is a Korean representative industrial city. Data were obtained from medical check-ups between 2002 and 2018.Participants A total of 34 814 male subjects were included. Of them, 1035 subjects with lead exposure, 200 subjects with cadmium exposure and the 33 579 remaining were assigned to cohort A, cohort B and the control cohort, respectively. Data including personal history of alcohol and smoking, age, height, weight, the follow-up duration, haemoglobin A1c (HbA1c), fasting blood sugar (FBS), ferritin levels, and lead and cadmium levels within 1 year after exposure were collected.Primary outcome measure In subjects without diabetes, changes in FBS and HbA1c were analysed through repeated tests at intervals of 1 year or longer after the occupational exposure to heavy metals.Results In Cohort A, DM was diagnosed in 33 subjects. There was a significant difference in lead concentrations between the subjects diagnosed with DM and those without DM during the follow-up period (3.94±2.92 mg/dL vs 2.81±2.03 mg/dL, p=0.002). Simple exposure to heavy metals (lead and cadmium) was not associated with DM in Cox regression models (lead exposure (HR) 1.01, 95% CI: 0.58 to 1.77, p 0.971; cadmium exposure HR 1.48, 95% CI: 0.61 to 3.55, p=0.385). Annual changes in FBS according to lead concentration at the beginning of exposure showed a positive correlation (r=0.072, p=0.032).Conclusion Our findings demonstrated that simple occupational exposure to heavy metals lead and cadmium was not associated with the incidence of DM. However, lead concentrations at the beginning of the exposure might be an indicator of DM and glucose elevations.https://bmjopen.bmj.com/content/11/3/e039541.full
collection DOAJ
language English
format Article
sources DOAJ
author Sung-Hyun Kim
Jun Ho Ji
Mi Hyeon Jin
Jung-Hun Kang
Soon Il Lee
Suee Lee
Sung Yong Oh
spellingShingle Sung-Hyun Kim
Jun Ho Ji
Mi Hyeon Jin
Jung-Hun Kang
Soon Il Lee
Suee Lee
Sung Yong Oh
Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
BMJ Open
author_facet Sung-Hyun Kim
Jun Ho Ji
Mi Hyeon Jin
Jung-Hun Kang
Soon Il Lee
Suee Lee
Sung Yong Oh
author_sort Sung-Hyun Kim
title Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
title_short Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
title_full Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
title_fullStr Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
title_full_unstemmed Relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
title_sort relationship between heavy metal exposure and type 2 diabetes: a large-scale retrospective cohort study using occupational health examinations
publisher BMJ Publishing Group
series BMJ Open
issn 2044-6055
publishDate 2021-03-01
description Objectives To investigate the associations between heavy metal exposure and serum ferritin levels, physical measurements and type 2 diabetes mellitus (DM).Design A retrospective cohort study.Setting Changwon, the location of this study, is a Korean representative industrial city. Data were obtained from medical check-ups between 2002 and 2018.Participants A total of 34 814 male subjects were included. Of them, 1035 subjects with lead exposure, 200 subjects with cadmium exposure and the 33 579 remaining were assigned to cohort A, cohort B and the control cohort, respectively. Data including personal history of alcohol and smoking, age, height, weight, the follow-up duration, haemoglobin A1c (HbA1c), fasting blood sugar (FBS), ferritin levels, and lead and cadmium levels within 1 year after exposure were collected.Primary outcome measure In subjects without diabetes, changes in FBS and HbA1c were analysed through repeated tests at intervals of 1 year or longer after the occupational exposure to heavy metals.Results In Cohort A, DM was diagnosed in 33 subjects. There was a significant difference in lead concentrations between the subjects diagnosed with DM and those without DM during the follow-up period (3.94±2.92 mg/dL vs 2.81±2.03 mg/dL, p=0.002). Simple exposure to heavy metals (lead and cadmium) was not associated with DM in Cox regression models (lead exposure (HR) 1.01, 95% CI: 0.58 to 1.77, p 0.971; cadmium exposure HR 1.48, 95% CI: 0.61 to 3.55, p=0.385). Annual changes in FBS according to lead concentration at the beginning of exposure showed a positive correlation (r=0.072, p=0.032).Conclusion Our findings demonstrated that simple occupational exposure to heavy metals lead and cadmium was not associated with the incidence of DM. However, lead concentrations at the beginning of the exposure might be an indicator of DM and glucose elevations.
url https://bmjopen.bmj.com/content/11/3/e039541.full
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